{"id":"W2467068122","doi":"10.1118/1.4955705","title":"SU‐F‐E‐19: A Novel Method for TrueBeam Jaw Calibration","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Truebeam; Calibration; Encoder; Collimator; Fiducial marker; Nuclear medicine; Position (finance); Dosimetry; Medical imaging; Image-guided radiation therapy; Pixel; Optics; Linear particle accelerator; Computer science; Physics; Computer vision; Artificial intelligence; Beam (structure); Mathematics; Medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072671,0.0006107733,0.0004515946,0.0009025976,0.0002528874,0.0008170903,0.001565746,0.0008299901,0.00417033],"category_scores_gemma":[0.002394805,0.000768085,0.0003320425,0.0006955714,0.0003432272,0.001075258,0.0007862662,0.0007839403,0.001666724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764818,"about_ca_system_score_gemma":0.0006296835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000678808,"about_ca_topic_score_gemma":0.001610635,"domain_scores_codex":[0.9991279,0.00009185367,0.00004742555,0.0002063293,0.0004910716,0.00003542622],"domain_scores_gemma":[0.9989292,0.0002228148,0.0002519132,0.0002496021,0.0003059575,0.00004053891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004010377,0.0001044617,0.006784453,0.000410636,0.00007583993,0.0001921676,0.0001755229,0.005120953,0.4930737,0.00396392,0.006773669,0.4829236],"study_design_scores_gemma":[0.00008392942,0.0004397503,0.01857157,0.00005563809,0.00008497408,0.002760118,0.0000537591,0.1750734,0.7365434,0.001451393,0.06465597,0.0002259678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02356706,0.0008358809,0.9684991,0.0001017966,0.00008487968,0.0001046398,0.0002898035,0.004124435,0.002392364],"genre_scores_gemma":[0.1356599,0.0004778963,0.8568234,0.0001341816,0.00003505888,0.0001741503,0.0006798828,0.0006968649,0.005318701],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00417033,"threshold_uncertainty_score":0.01395112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720563441752222,"score_gpt":0.333652690750735,"score_spread":0.3164470563332128,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}